\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrrrrrr}
\toprule
Model & Mean win rate & FinQA - Observed inference time (s) & NumericNLG - Observed inference time (s) & QTSumm - Observed inference time (s) & SciGen - Observed inference time (s) & TabFact - Observed inference time (s) & Tablebench Data Analysis - Observed inference time (s) & Tablebench Fact Checking - Observed inference time (s) & Tablebench Numerical Reasoning - Observed inference time (s) & Turl Col Type - Observed inference time (s) & WikiTableQuestions - Observed inference time (s) \\
\midrule
Llama 3.1 Instruct (405B) & 0.16153846153846155 & 1.494107132413613 & 15.856257760126173 & 5.2439397422821985 & 15.2515325148027 & 1.4593003356082928 & 2.9519531616872667 & 2.6659411609172823 & 1.8187595931051297 & 1.5337832065409487 & 0.7292399008183637 \\
Llama 3.1 Instruct (70B) & 0.5153846153846154 & 0.9690839229634881 & 7.473302416548131 & 2.2010282237348404 & 7.165865785429328 & 0.8510845848907578 & 1.451672404055693 & 1.3522411217494883 & 0.942934031869101 & 0.882287161192412 & 0.4631964650454302 \\
Llama 3.1 Instruct (8B) & 0.5461538461538462 & 0.6986956214351187 & 4.592441464850494 & 1.7113578264529887 & 4.584375026068844 & 0.5659353700622863 & 2.2447391255047857 & 1.4273235459716946 & 2.053891408046865 & 1.3793703346717647 & 0.3220091754048943 \\
DeepSeek v3 & 0.03076923076923077 & 6.00929188010644 & 19.198289114653523 & 9.339333387390596 & 17.911311132829265 & 4.1441146769174715 & 3.0320300055523304 & 1.88762007866587 & 1.8817497469907636 & 2.499550246860092 & 2.078922971430279 \\
Mistral Instruct v0.3 (7B) & 0.7769230769230769 & 1.574045292212039 & 2.248479880967763 & 0.9899295449256897 & 4.752256229421595 & 0.37702630388612113 & 0.8113162434830958 & 0.486539206577807 & 0.5109421333454826 & 1.0212741571020998 & 0.32607980932508196 \\
Mixtral Instruct (8x22B) & 0.47692307692307695 & 1.399338400607206 & 3.311423482576039 & 2.2160011379273388 & 4.919041159388783 & 0.7984801937063397 & 1.878233866205021 & 1.0132726377370402 & 1.1828739351022501 & 1.0280972116915603 & 0.9881084127653212 \\
Mixtral Instruct (8x7B) & 0.6153846153846154 & 8.373817681049815 & 2.206609032436707 & 1.37107070684433 & 1.8757247348408121 & 0.4854000486978672 & 1.0719540549297724 & 0.8459243740354265 & 1.0677446082613473 & 1.4611421925680983 & 0.6640999673661732 \\
Qwen2 Instruct (72B) & 0.5230769230769231 & 2.104362086130649 & 5.4707207153633375 & 2.695490496368199 & 5.907217415610512 & 0.6628136418837702 & 1.5225996478723018 & 0.9491946507473382 & 0.8057012577579445 & 0.8872274039929753 & 0.4584075732458206 \\
Claude 3.5 Haiku (20241022) & 0.27692307692307694 & 1.324528076940653 & 4.882643028305655 & 3.500152060618767 & 5.132352259394888 & 1.0668486086749034 & 2.419830426196663 & 1.5300204582360326 & 2.602174105802861 & 1.2562176983530924 & 1.160056677205222 \\
Claude 3.5 Sonnet (20241022) & 0.17692307692307693 & 2.8249946562611323 & 6.4729631308001965 & 3.5357622683703243 & 6.081595316038025 & 1.7306225278236305 & 2.0924900459756657 & 1.6438881983562394 & 1.5176397561560402 & 1.8955056722155847 & 1.690446512472062 \\
Gemini 1.5 Pro (002) & 0.5230769230769231 & 0.9528629599785314 & 3.054805028329867 & 3.1767893483350567 & 4.347261582888089 & 1.1150816355848145 & 1.5537196687776214 & 1.047607610663589 & 1.015763274097629 & 1.0068926842785877 & 0.9227315941311064 \\
Gemini 1.5 Flash (002) & 1.0 & 0.4726179485418359 & 1.0817784473164103 & 0.8882846225749004 & 1.274146664273608 & 0.34864986416354815 & 0.5627653826499471 & 0.4295051240191167 & 0.3900148586750964 & 0.3799078708741724 & 0.29746713138761977 \\
GPT-4o (2024-11-20) & 0.7307692307692307 & 1.2105105159234029 & 3.3919150716265634 & 2.433842341454475 & 4.123521320636456 & 0.5726469023302457 & 0.9771607370765844 & 0.6698274101529803 & 0.5662485291579931 & 0.5218168793655024 & 0.5559829222588313 \\
GPT-4o mini (2024-07-18) & 0.6461538461538462 & 0.7172553587932976 & 3.8451410967528283 & 2.7899276856537703 & 5.099672844121745 & 0.7465170664239013 & 1.3755363497442126 & 0.766998930609956 & 0.6515676167146565 & 0.5418043583527675 & 0.5417477229663304 \\
\bottomrule
\end{tabular}}
\caption{Results for efficiency (table_scenarios)}
\label{fig:efficiency (table_scenarios)}
\end{table*}